I am currently pursuing the Ph.D. degree (supervised by Prof. Ting-Zhu Huang and Prof. Liang-Jian Deng) with the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.

From Sep. 2023 to Sep. 2024, I worked with Prof. Gemine Vivone, sponsored by the China Scholarship Council, at the Institute of Methodologies for Environmental Analysis (IMAA), National Research Council (CNR), Italy.

My research interest includes image processing, tensor learning, and pansharpening.

E-mail: wuzhch97@163.com  

News

• 2024.09:  One paper is accepted by IEEE TGRS.
• 2024.02:  One paper is accepted by Information Fusion.

Publications

Note: * indicates the corresponding author.

• CroDoSR: Tensor Cross-Domain Rank for Hyperspectral Image Super-Resolution
  Zhong-Cheng Wu, Ya-Jun Li, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024.

• Pansharpening via Semi-Framelet-Guided Sparse Reconstruction
  Zhong-Cheng Wu, Gemine Vivone*, Ting-Zhu Huang*, Liang-Jian Deng
  Information Fusion (IF), 2024. [Code]

• Dynamical Fusion Model with Joint Variational and Deep Priors for Hyperspectral Image Super-resolution
  Hong-Xia Dou, Zhong-Cheng Wu*, Yu-Wei Zhuo, Liang-Jian Deng, Gemine Vivone
  IEEE Geoscience and Remote Sensing Letters (GRSL), 2023.

• A Framelet Sparse Reconstruction Method for Pansharpening with Guaranteed Convergence
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone
  Inverse Problems and Imaging (IPI), 2023. [PDF] [Code]

• LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jie Huang, Jocelyn Chanussot, Gemine Vivone
  IEEE Transactions on Image Processing (TIP), 2023. [PDF] [Code] (ESI Highly Cited Paper)

• Tensor Wheel Decomposition and Its Tensor Completion Application
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Hong-Xia Dou, Deyu Meng
  Advances in Neural Information Processing Systems (NeurIPS), 2022. [PDF] [Appendix] [Poster] [Slides] [Code]

• VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jin-Fan Hu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021. [Code] (ESI Highly Cited Paper)

• A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion
  Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, Jia-Qing Miao, Jin-Fan Hu, Xi-Le Zhao
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2020. [Code]

• Variational Pansharpening Based on Coefficient Estimation with Nonlocal Regression
  Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [Code]

• A Novel Spatial Fidelity with Learnable Nonlinear Mapping for Panchromatic Sharpening
  Rui Wen, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [PDF] [Code]

• A New Context-Aware Details Injection Fidelity with Adaptive Coefficients Estimation for Variational Pansharpening
  Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Gemine Vivone
  IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. [PDF] [Code]

• An Iterative Approach for Image Fusion with Dynamic Gradient Sparsity and Anisotropic Spectral-Spatial Total Variation
  Tian-Jing Zhang, Liang-Jian Deng*, Zhong-Cheng Wu, Chao-Chao Zheng
  Signal, Image and Video Processing (SIVP), 2022.

• High-Order Tensor Low-Rank Approximation with Application in Color Video Recovery
  Zhihao Wang, Wenjin Qin, Zhongcheng Wu, Hailin Wang, Jianjun Wang*
  Journal of Electronic Imaging (JEI), 2022.

Educations

• 2021.09 - Present:  Ph.D., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2019.09 - 2021.06:  M.S., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2015.09 - 2019.06:  B.S., Information and Computing Science, Anhui University of Finance and Economics (AUFE), China

Honors and Awards

• Academic Promising Talent Award, 2021 and 2024
• National Scholarship, 2023
• Outstanding Postgraduate, 2021 and 2023
• Academic Scholarship, 2019, 2021, 2022, and 2023
• Special Postgraduate Scholarship of Science, 2021
• Provincial Outstanding Graduate (Top 3%), 2019

Academic Activities

Review Editor

• Frontiers in Remote Sensing, …

Reviewer

• Information Fusion, IEEE TGRS, IEEE GRSL, MDPI Remote Sensing, SPIE JEI, …